The semi-coking WWTP showed a good performance in target contaminants removal. Variation of biotoxicity in semi-coking wastewater treatment processes was studied. Effective toxicity reduction was found in the coagulation and adsorption processes. The CA model can be applied for toxicity prediction of semi-coking wastewater.